Part VI · Chapter 63Version 1.1 · 5 November 202638 min read

    Fairness Dashboards and Reporting

    Key message

    Fairness monitoring changes nothing until its results reach the people who decide; dashboards must disaggregate, show uncertainty and context, protect small groups, and be wired into governance so that every view and alert leads to a defined action.

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